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Zhenlan Ji
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Year
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach
Z Ji, P Ma, Z Li, S Wang
arXiv preprint arXiv:2310.06680, 2023
112023
Perfce: Performance debugging on databases with chaos engineering-enhanced causality analysis
Z Ji, P Ma, S Wang
2023 38th IEEE/ACM International Conference on Automated Software …, 2023
92023
Noleaks: Differentially private causal discovery under functional causal model
P Ma, Z Ji, Q Pang, S Wang
IEEE Transactions on Information Forensics and Security 17, 2324-2338, 2022
82022
Unlearnable Examples: Protecting Open-Source Software from Unauthorized Neural Code Learning
Z Ji, P Ma, S Wang
SEKE, 2022
62022
Causality-aided trade-off analysis for machine learning fairness
Z Ji, P Ma, S Wang, Y Li
2023 38th IEEE/ACM International Conference on Automated Software …, 2023
52023
CC: Causality-Aware Coverage Criterion for Deep Neural Networks
Z Ji, P Ma, Y Yuan, S Wang
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
42023
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models
X Wang, Z Ji, P Ma, Z Li, S Wang
arXiv preprint arXiv:2312.01886, 2023
32023
Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning (Extended Version)
P Ma, Z Ji, P Yao, S Wang, K Ren
arXiv preprint arXiv:2309.05264, 2023
12023
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner
X Wang, D Wu, Z Ji, Z Li, P Ma, S Wang, Y Li, Y Liu, N Liu, J Rahmel
arXiv e-prints, arXiv: 2406.05498, 2024
2024
Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs
Z Ji, D Wu, P Ma, Z Li, S Wang
arXiv preprint arXiv:2404.17833, 2024
2024
Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning
P Ma, Z Ji, P Yao, S Wang, K Ren
Proceedings of the 46th IEEE/ACM International Conference on Software …, 2024
2024
An Empirical Study on Issue Knowledge Transfer from Python to R for Machine Learning Software.
WC Huang, Z Ji, Y Li
SEKE, 168-173, 2020
2020
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